Abstract
Efficiency and emissions of spark-ignited engines are significantly affected by combustion phase which can usually be indicated by crank angle of 50% mass burnt (CA50). Managing combustion phase at the optimal value at which the maximal efficiency can be achieved is a challenging issue due to the cyclic variations of combustion process. This paper addresses this issue in two loops: CA50 set-point optimization (outer loop) and set-point tracking (inner loop) by controlling spark advance (SA). Extremum seeking approach maximizing thermal efficiency is employed in the CA50 set-point optimization. A proportionalintegral (PI) controller is adopted to make the moving average value of CA50 tracking the optimal CA50 set-point determined in the outer loop. Moreover, in order to obtain fast responses at steady and transient operations, feed-forward maps are designed for extremum seeking controller and PI controller, respectively. Finally, experimental validations are conducted on a six-cylinder gasoline at steady and transient operations to show the effectiveness of proposed control scheme.
Similar content being viewed by others
References
J. W. Gao, Y. H. Wu, T. L. Shen. A statistical combustion phase control approach of SI engines. Mechanical Systems and Signal Processing, 2017, 85: 218–235.
E. Corti, C. Forte, G. Mancini, et al. Automatic combustion phase calibration with extremum seeking approach. Journal of Engineering for Gas Turbines and Power, 2014, 136(9): DOI 10.1115/1.4027188.
E. Corti, C. Forte. A statistical approach to spark advance mapping. Journal of Engineering for Gas Turbines and Power, 2010, 132(8): DOI 10.1115/1.4000294.
D. Popovi, M. Jankovi, S. Magner, et al. Extremum seeking methods for optimization of variable cam timing engine operation. IEEE Transactions on Control Systems Technology, 2006, 14(3): 398–407.
E. Hellstrom, D. Lee, L. Jiang, et al. On-board calibration of spark timing by extremum seeking for flex-fuel engines. IEEE Transactions on Control Systems Technology, 2013, 21(6): 2273–2279.
D. Lee, L. Jiang, H. Yilmaz, et al. Preliminary results on optimal variable valve timing and spark timing control via extremum seeking. IFAC Proceedings Volumes, 2010, 43(18): 377–384.
E. Pipitone. A comparison between combustion phase indicators for optimal spark timing. Journal of Engineering for Gas Turbines and Power, 2008, 130(5): DOI 10.1115/1.2939012.
J. W. Gao, Y. H. Wu, T. L. Shen. Experimental comparisons of hypothesis test and moving average based combustion phase controllers. ISA Transactions, 2016, 65: 504–515.
E. Pipitone. Spark ignition feedback control by means of combustion phase indicators on steady and transient operation. Journal of Dynamic Systems, Measurement, and Control, 2014, 136(5): DOI 10.1115/1.4026966.
J. Kiefer, J. Wolfowitz. Stochastic estimation of the maximum of a regression function. The Annals of Mathematical Statistics, 1952, 23(3): 462–466.
J. C. Spall. Multivariate stochastic approximation using a simultaneous perturbation gradient approximation. IEEE Transactions on Automatic Control, 1992, 37(3): 332–341.
L. Lennart. System Identification: Theory for the User. Englewood Cliffs: Prentice Hall,1987.
J. S. Hunter. The exponentially weighted moving average. Journal of Quality Technology, 1986, 18(4): 203–210.
L. Eriksson, L Nielsen. Modeling and Control of Engines and Drivelines. Chichester: Wiley,2014.
Author information
Authors and Affiliations
Corresponding author
Additional information
This work was supported by Toyota Motor Corporation
Yahui ZHANG received the M.Sc. degree in Control Science and Engineering from Yanshan University, Qinhuangdao, China, in 2011. He is currently working toward the Ph.D. degree with the Department of Engineering and Applied Sciences, Sophia University, Tokyo, Japan. His current research interests include stochastic optimization, machine learning and application in automotive power train.
Tielong SHEN received the Ph.D. degree in Mechanical Engineering from Sophia University, Tokyo, Japan, in 1992. He has been a faculty member with the Department of Mechanical Engineering, Sophia University, since 1992, where he currently serves as a professor with the Department of Engineering and Applied Sciences. His current research interests include control theory and application in mechanical systems, power systems, and automotive power train.
Rights and permissions
About this article
Cite this article
Zhang, Y., Shen, T. Cylinder pressure based combustion phase optimization and control in spark-ignited engines. Control Theory Technol. 15, 83–91 (2017). https://doi.org/10.1007/s11768-017-6175-1
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11768-017-6175-1